 Following the Civil War, Blanchard focused on fighting secret societies through his National Christian Association.He was a leader in the resurrected Anti-Masonic party and once campaigned for its Presidential nomination.Along with his son Charles Albert, who succeeded him as Wheaton College president, he is the namesake of the college's Blanchard Hall.